Riyad Alshammari

Riyad Alshammari, Mohammed Almeziny, Nora Alhorishi, 2021, Acta informatica medica : AIM : journal of the Society for Medical Informatics of Bosnia & Herzegovina : casopis Drustva za medicinsku informatiku BiH.

Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records

D. Budgen, Riyad Alshammari, Ali Alessa, 2020, JMIR medical informatics.

Predicting Current Glycated Hemoglobin Levels in Adults From Electronic Health Records: Validation of Multiple Logistic Regression Algorithm

Riyad Alshammari, David Budgen, Zakhriya Alhassan, 2020, JMIR medical informatics.

Identification of VoIP encrypted traffic using a machine learning approach

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2015, J. King Saud Univ. Comput. Inf. Sci..

An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2010, 2010 International Conference on Network and Service Management.

Machine learning based encrypted traffic classification: Identifying SSH and Skype

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2009, 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications.

Can encrypted traffic be identified without port numbers, IP addresses and payload inspection?

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2011, Comput. Networks.

Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models

A. Stephen McGough, Riyad Alshammari, David Budgen, 2018, ICANN.

Investigating Two Different Approaches for Encrypted Traffic Classification

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2008, 2008 Sixth Annual Conference on Privacy, Security and Trust.

How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP?

A. N. Zincir-Heywood, Riyad Alshammari, 2015, Journal of Network and Systems Management.

The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2012, 2012 21st International Conference on Computer Communications and Networks (ICCCN).

Automatically Generating Robust Signatures Using a Machine Learning Approach to Unveil Encrypted VoIP Traffic Without Using Port Numbers, IP Addresses and Payload Inspection

Riyad Alshammari, Riyad Alshammari, 2012 .

Is machine learning losing the battle to produce transportable signatures against VoIP traffic?

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Performance Comparison of Four Rule Sets: An Example for Encrypted Traffic Classification

Riyad Alshammari, Abdel Aziz Farrag, A. Nur Zincir-Heywood, 2009, 2009 World Congress on Privacy, Security, Trust and the Management of e-Business.

Classifying SSH encrypted traffic with minimum packet header features using genetic programming

Malcolm I. Heywood, Riyad Alshammari, A. Nur Zincir-Heywood, 2009, GECCO '09.

Generalization of signatures for SSH encrypted traffic identification

Riyad Alshammari, A. Nur Zincir-Heywood, Riyad Alshammari, 2009, 2009 IEEE Symposium on Computational Intelligence in Cyber Security.

A flow based approach for SSH traffic detection

Riyad Alshammari, A. Nur Zincir-Heywood, A. N. Zincir-Heywood, 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

Developing a Predictive Model of Predicting Appointment No-Show by Using Machine Learning Algorithms

Abdulwahhab O. Alshammari, Riyad Alshammari, Raed Almalki, 2021 .

An Improved Dense V-Network for Fast and Precise Segmentation of Left Atrium

Riyad Alshammari, Imran Razzak, M. I. Shapiai, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Using Neuro-Fuzzy Approach to Reduce False Positive Alerts

Riyad Alshammari, Sumalee Sonamthiang, Mohsen Teimouri, 2007, Fifth Annual Conference on Communication Networks and Services Research (CNSR '07).

Unveiling Skype encrypted tunnels using GP

Riyad Alshammari, A. Nur Zincir-Heywood, Riyad Alshammari, 2010, IEEE Congress on Evolutionary Computation.